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Julia Werner

9 papers hereh-index 319 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author4

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • cs.LG1
  • eess.IV1
  • eess.SP1
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedPrecise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs

8 citations · 14 across the 8 of their papers we have counts for

collaborators
Showing 2026Show all

3 papers · 1 filter

cs.CV2026

CapsuleMotion: A Lightweight Real-Time Visual Motion Predictor for Capsule Endoscopy

Oliver Bause, Julia Werner, Oliver Bringmann

Video Capsule Endoscopy (VCE) is a non-invasive medical examination that allows for the observation of the small intestine, which is otherwise difficult to access. A fundamental ch…

cs.CV2026

Image Compression with Bubble-Aware Frame Rate Adaptation for Energy-Efficient Video Capsule Endoscopy

Oliver Bause, Jörg Gamerdinger, Julia Werner +1

Video Capsule Endoscopy (VCE) is a promising method for improving the medical examination of the small intestine in the gastrointestinal tract. A key challenge is their limited siz…

cs.CV2026

Reliable Mislabel Detection for Video Capsule Endoscopy Data

Julia Werner, Julius Oexle, Oliver Bause +5

The classification performance of deep neural networks relies strongly on access to large, accurately annotated datasets. In medical imaging, however, obtaining such datasets is pa…

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